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Visual Question Answering

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Showing 1821–1830 of 2177 papers

TitleStatusHype
Exploring Weaknesses of VQA Models through Attribution Driven Insights—0
Estimating semantic structure for the VQA answer space—0
Counterfactual Vision and Language Learning—0
Multimodal grid features and cell pointers for Scene Text Visual Question Answering—0
TA-Student VQA: Multi-Agents Training by Self-Questioning—0
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law—0
Visual Relationship Detection using Scene Graphs: A Survey—0
Visual Question Answering with Prior Class Semantics—0
A Corpus for Visual Question Answering Annotated with Frame Semantic Information—0
Image Position Prediction in Multimodal Documents—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified